System and method for induction motor rotor bar surface magnetic field analysis

ABSTRACT

A system for magnetic field testing comprising a magnetic field generation device configured to generate a magnetic field in a rotor, a plurality of magnetic field measurement devices configured to measure a magnetic field at a predetermined position on the rotor, a drive mechanism configured to rotate the rotor and a test system configured to record the plurality of magnetic field measurements as a function of an angular position of the rotor.

RELATED APPLICATIONS

The present application is a co-pending application of U.S. patentapplication Ser. No. 14/877,615, filed Oct. 7, 2015 which claimspriority to U.S. Provisional Patent Application No. 62/107,100, filedJan. 23, 2015, which is hereby incorporated by reference for allpurposes as if set forth herein in its entirety.

TECHNICAL FIELD

The present disclosure relates generally to motor testing, and morespecifically to a system and method for induction motor rotor barsurface magnetic field testing.

BACKGROUND OF THE INVENTION

Induction motor rotor testing includes magnetic field testing that isused in conjunction with manual placement of a field generator and avisual magnetic field indicator, which is inaccurate, hazardous andwhich fails to create a record of the test results.

SUMMARY OF THE INVENTION

A system for magnetic field testing is provided. The system includes amagnetic field generation device configured to generate a magnetic fieldin a rotor, such as by placing a magnetic flux guide with a windingadjacent to the rotor and with a predetermined air gap, and by causing acurrent to flow in the winding. A plurality of magnetic fieldmeasurement devices are each configured to measure a magnetic field at apredetermined position on the rotor. A drive mechanism is configured torotate the rotor, such as at a predetermined speed that is no fasterthan a response time of the magnetic field measurement device. A testsystem is configured to record the magnetic field measurements as afunction of an angular position of the rotor, and to analyze therecorded data to identify damaged or broken rotor bars, such as bycomparing each of the magnetic field measurements at a given angularposition to a predetermined percentage of an average maximum value foreach of a plurality of rotor bars.

Other systems, methods, features, and advantages of the presentdisclosure will be or become apparent to one with skill in the art uponexamination of the following drawings and detailed description. It isintended that all such additional systems, methods, features, andadvantages be included within this description, be within the scope ofthe present disclosure, and be protected by the accompanying claims.

BRIEF DESCRIPTION OF THE SEVERAL VIEWS OF THE DRAWINGS

Aspects of the disclosure can be better understood with reference to thefollowing drawings. The components in the drawings are not necessarilyto scale, emphasis instead being placed upon clearly illustrating theprinciples of the present disclosure. Moreover, in the drawings, likereference numerals designate corresponding parts throughout the severalviews, and in which:

FIG. 1 is a diagram of a system for surface rotor magnetic flux fieldanalysis testing, in accordance with an exemplary embodiment of thepresent disclosure;

FIG. 2 is a diagram of a system for surface rotor magnetic flux fieldmeasurement and analysis, in accordance with an exemplary embodiment ofthe present disclosure;

FIG. 3 is a flow chart of an algorithm for surface rotor magnetic fluxfield analysis, in accordance with an exemplary embodiment of thepresent disclosure;

FIG. 4 is a diagram of a magnetic flux field measurement waveform inaccordance with an exemplary embodiment of the present disclosure; and

FIG. 5 is a diagram of a system for surface rotor magnetic flux fieldanalysis testing, in accordance with an exemplary embodiment of thepresent disclosure.

DETAILED DESCRIPTION OF THE INVENTION

In the description that follows, like parts are marked throughout thespecification and drawings with the same reference numerals. The drawingfigures might not be to scale and certain components can be shown ingeneralized or schematic form and identified by commercial designationsin the interest of clarity and conciseness.

Detection of defects in induction machine rotor bars is disclosed inco-pending and commonly owned U.S. application Ser. No. 14/877,615,entitled System and Method for Induction Motor Rotor Bar Magnetic FieldAnalysis, which is hereby incorporated by reference for all purposes asif set forth herein in its entirety. While some rotor bar defects can bedetected using the Rotor Magnetic Field Analysis (RMFA) techniquesdisclosed therein, there are other rotor bar defects and rotor bodydefects that cannot be readily detected. In addition, end-ring torotor-bar connection defects can also be detected using RMFA, but someintra-core defects at these locations and elsewhere may be difficult todetect using the RMFA analysis technique. These intra-core defect modesare difficult to detect when performing magnetic field analysis along asingle axial plane if the rotor-core to rotor-bar interface resistanceis low, or highly variable.

To improve the sensitivity of the test, measurement of the entire rotorsurface magnetic flux density can be utilized in a surface rotormagnetic field analysis (sRMFA) technique. This technique includes theuse of a magnetic field sensor array that utilizes a plurality ofmagnetic field flux sensors, and data processing algorithms that processthe magnetic field flux measured by the magnetic field flux sensors. Inone example embodiment, the entire rotor surface magnetic flux densitycan be measured using a linear array of sensors, in contrast to thesingle sensor technique used in RMFA. In this example embodiment, atypical rotor test configuration could include a suitable number ofmagnetic flux field sensors disposed in a linear array, such as 108,each of which generates a plurality of measurements in order toaccurately measure the magnetic flux field waveform as a function of theexcitation frequency. For a 60 hertz excitation signal that is measuredin excess of the Nyquist sampling rate (such as at a frequency of 300samples per second), the number of measurements for a full rotorexamination could exceed 250 million per test or more, as discussed ingreater detail herein. In addition, other suitable sensor arrayconfigurations are contemplated as falling within the scope of thepresent disclosure. For example, instead of a linear sensor array thatis disposed adjacent to a single rotor bar, a circular sensor array canbe used that encompasses a section of a plurality of rotor bars, so asto develop a better understanding of the impact of the magnetic fluxfrom one rotor bar on adjacent rotor bars. While measurement ofindividual bars in sequence should be sufficient to obtain a completeprofile of the magnetic flux density variations, it is possible thatphase information or other useful information may be easier to deriveusing other sensor configurations, that the time required for performingthe test could be reduced, or that other useful benefits may beachieved.

The test configuration of rotor test instrumentation and excitationsources for the sRMFA test can be varied from the basic test topologydeveloped for RMFA testing, in order to improve the sensitivity of thetest and to detect damage that would otherwise not be able to bedetected using only RMFA testing, such as end-ring to rotor barconnection defects. Rotors of a die cast closed slot design type can beinspected using a one-turn loop current induction method, or using othersuitable methods and systems as disclosed herein.

The process of examining sRMFA results can include comparing the maximumnormalized flux density associated with a specific rotor bar to that ofother rotor bars, either individually or based on a normalized averagevalue, to identify statistically-significant deviations from adjacentrotor bar magnetic flux density profiles, average magnetic flux densityprofiles, absolute magnetic flux density values or other suitablemetrics. Likewise, for end-ring to rotor bar connections, defects can beidentified using analytical algorithms that are based on normalizedmagnetic flux profiles for rotor bars, comparison of the magnetic fluxprofile for a given rotor bar with the normalized magnetic flux profile,comparison of the magnetic flux profile for a given rotor bar with themagnetic flux profile for rotor bars in adjacent locations, absolutemagnetic flux density readings or other suitable data. Defectsassociated with the rotor cage circuit, whether they be in the end ringor in the body of a rotor bar, can be detected by their effect oncurrent flow in the rotor cage, and may result in a reduced magneticflux density in comparison to a rotor bar which is not compromised by adefect, so comparison with other locations on the same rotor or withother rotors of the same design can provide meaningful guidance.

Several methods of rotor cage current induction are disclosed herein,based on the construction of test specimen rotors, but other suitablemethods are contemplated as falling within the scope of the disclosure,as long as they provide for comparison with other locations on the samerotor, equivalent 30 locations on other rotors with similar designfeatures, or other suitable data. For example, one method of rotor cagecurrent induction can utilize a non-contact exciter to induce a timevarying current at a test frequency in the rotor bars, similar to thatused for WEN. Unlike RMFA, though, a linear sensor array is used tomeasure the magnetic flux fields at a number of locations. The linearsensor array is disposed at a radial location that is sufficiently farenough from the exciter to avoid magnetic flux density affects from theexciter from impacting the measurements for the rotor bar underexamination.

Supplemental induction methods have been identified that can be used forclosed-slot cast aluminum or cast copper cage designs. These closed slotdesigns benefit from a direct connection to the end rings of the rotorin which a DC or AC current is injected. Another supplemental methodappropriate for open or closed slot rotors that may not have a shaftinstalled (based on the manufacturing stage of the rotor) includestesting that utilizes an AC induction loop, which is placed through therotor core bore. Another example method of rotor current inductionutilizes a completed rotor's shaft as a conductive path to induce rotorbar currents. This methodology can result in false defect indications,and additional data processing or test data may be required to properlyapply this methodology. Likewise, a combination of these differentmethodologies or other suitable methodologies are contemplated asfalling within the scope of the present disclosure.

In one example embodiment, a rotor test can be performed in a singlerotation, such as by using a sampling rate that is higher than theNyquist rate required for the applied test voltage. In this exampleembodiment, for a 60 Hz signal reconstruction, 300 samples per 60 Hzcycle can be used to obtain sufficient data. In order to obtainsufficient angular resolution for the data, the rotor can be rotated ata slow rate of rotation, and each linear flux density sensor can bemonitored in parallel or in a predetermined sequence. Alternatively, therotor can be rotated without activation of the linear sensor until thelinear sensor is at a predetermined location above each rotor bar, andflux density measurements can then be taken. In addition, other suitablemeasurements can also or alternatively be taken, such as electric fieldmeasurements, heat measurements, noise measurements and so forth.

FIG. 1 is a diagram of a system 100 for surface rotor magnetic fluxfield analysis testing, in accordance with an exemplary embodiment ofthe present disclosure. System 100 includes rotor 102, magnetic fluxguide 104, coil 106, sensor 108, rotor bars 110, motor 112 and testcontrol system 114.

As used herein, the singular forms “a”, “an” and “the” are intended toinclude the plural forms as well, unless the context clearly indicatesotherwise. It will be further understood that the terms “comprises”and/or “comprising,” when used in this specification, specify thepresence of stated features, integers, steps, operations, elements,and/or components, but do not preclude the presence or addition of oneor more other features, integers, steps, operations, elements,components, and/or groups thereof. As used herein, the term “and/or”includes any and all combinations of one or more of the associatedlisted items. As used herein, phrases such as “between X and Y” and“between about X and Y” should be interpreted to include X and Y. Asused herein, phrases such as “between about X and Y” mean “between aboutX and about Y.” As used herein, phrases such as “from about X to Y” mean“from about X to about Y.”

Rotor 102 and rotor bars 110 are part of a device under test, such asduring original manufacture, repair, remanufacture or at other suitabletimes. Rotor 102 can be made from magnetic steel or other suitablematerials, such as from a single solid casting, from multiple solidcomponents, from laminations or in other suitable manners. Rotor bars110 can be made from copper or other suitable materials, such as fromcopper bars, from stranded copper conductors, from hollow air or watercooled copper conductors, or in other suitable manners. Rotor bars 110can be encased in insulation and then placed in slots in rotor 102,either before the insulation materials are cured, after the insulationmaterials are cured or in other suitable manners. Rotor bars 110 canalso or alternatively be embedded in slots that are closed, such thatalternating fields carried in such rotor bars may be shielded by theclosed rotor slot.

Magnetic flux guide 104 can be made from magnetic steel, such as using asingle solid piece, multiple pieces, laminations or other suitablematerials. Coil 106 can be a wound copper coil or other suitable coilsthat are used to carry a time varying current to induce a magnetic fieldin magnetic flux guide 104.

Sensor 108 can be a transverse or tangential magnetometer probe array orother suitable sensors or sensor arrays that can detect magnetic fieldsacross a wide range of magnitudes. In one exemplary embodiment, sensor108 can be an array of scalar magnetometers, vector magnetometers,stationary or rotating coil magnetometers, Hall effect magnetometers,magnetoresistive devices, fluxgate magnetometers, superconductingquantum interference device magnetometers, vibrating samplemagnetometers, pulsed field extraction magnetometers, torquemagnetometers, Faraday force magnetometers, optical magnetometers,proton precession magnetometers, Overhauser effect magnetometers, cesiumvapor magnetometers, potassium vapor magnetometers, other suitablemagnetometers or a combination of suitable magnetometers. The selectionof magnetometers will depend on the specific design characteristics ofthe device under test, and each different type of magnetometer can beused to test different magnetic field characteristics, depending on suchdesign variables. In addition, other suitable sensors or sensor arrayscan be provided, such as electric field sensors, heat sensors, vibrationsensors or the like. The fields from these other arrays can also oralternatively be measured to generate normalized data for the rotorunder test, comparative data between rotor bars, absolute magnitude datafor comparison with other rotors of similar design or other suitabledata.

Motor 112 can be a belt and gearbox coupled motor, a stepper motor, aservo motor, an AC motor or other suitable motors that are configured torotate rotor 102 at a suitable speed, such as 0.02 to 2 RPM, in discretesteps, or at other suitable speeds. In one exemplary embodiment, motor112 can be part of an automated test stand or can be implemented inother suitable manners.

Test control system 114 is coupled to coil 106, sensor 108 and motor112, and can coordinate the performance of rotor field analysis testing.In one exemplary embodiment, test control system 114 can receive orgenerate rotor position indexing data that can be used to identify arotor bar position relative to a rotor body or other rotor bars, canactivate and deactivate motor 112, can energize and de-energize coil106, can record digital or analog data from sensor 108 with associatedtime and identification data, can analyze the recorded data, can comparethe recorded data to previously stored data and can perform othersuitable functions.

In operation, system 100 can generate surface rotor magnetic flux fieldanalysis data to identify damaged or broken rotor bars during rotormanufacturing or repair, to identify end-ring to rotor bar damage, tocreate a digital fingerprint of the rotor for future use and for othersuitable purposes. System 100 allows surface rotor magnetic flux fieldanalysis testing to be performed in a repeatable manner and with no riskto personnel.

FIG. 2 is a diagram of a system 200 for surface rotor magnetic fluxfield measurement and analysis, in accordance with an exemplaryembodiment of the present disclosure. System 200 includes test controlsystem 114 and rotor position system 202, axial field measurement system204, angular field measurement system 206, field analysis system 208,damage mapping system 210, air gap measurement system 212 and currentcontrol system 214, each of which can be implemented in hardware or asuitable combination of hardware and software.

As used herein, “hardware” can include a combination of discretecomponents, an integrated circuit, an application-specific integratedcircuit, a field programmable gate array, or other suitable hardware. Asused herein, “software” can include one or more objects, agents,threads, lines of code, subroutines, separate software applications, twoor more lines of code or other suitable software structures operating intwo or more software applications, on one or more processors (where aprocessor includes a microcomputer or other suitable controller, memorydevices, input-output devices, displays, data input devices such as akeyboard or a mouse, peripherals such as printers and speakers,associated drivers, control cards, power sources, network devices,docking station devices, or other suitable devices operating undercontrol of software systems in conjunction with the processor or otherdevices), or other suitable software structures. In one exemplaryembodiment, software can include one or more lines of code or othersuitable software structures operating in a general purpose softwareapplication, such as an operating system, and one or more lines of codeor other suitable software structures operating in a specific purposesoftware application. As used herein, the term “couple” and its cognateterms, such as “couples” and “coupled,” can include a physicalconnection (such as a copper conductor), a virtual connection (such asthrough randomly assigned memory locations of a data memory device), alogical connection (such as through logical gates of a semiconductingdevice), other suitable connections, or a suitable combination of suchconnections.

Rotor position system 202 reads and stores indexing data to determine arotor position. In one exemplary embodiment, rotor position system 202can detect an indexing device, such as a magnetic sensor, an opticalindicator, or other suitable data that can be used for rotor barlocation, for indexing the rotor bars of a rotor under test. In anotherexemplary embodiment, rotor position system 202 can receive user-entereddata that is associated with a rotor bar, such as in response to agenerated sensor waveform or in other suitable manners. Rotor positionsystem 202 can assign a rotor bar number or identifier to each of aplurality of rotor conductor bars on a rotor under test, and performother suitable functions.

Axial field measurement system 204 receives sensor data from a lineararray of magnetometers or other suitable devices, stores the sensordata, displays the sensor data and performs other suitable functions inconjunction with the sensor data. In one exemplary embodiment, axialfield measurement system 204 can provide energization voltage andcurrent to each sensor of a plurality of sensors of a linear sensorarray, can read digital or analog data from the linear sensor array, canrecord electrical signals from each sensor of the linear sensor array,can calibrate each sensor of the linear sensor array and can performother suitable functions. Likewise, axial field measurement system 204can use different frequency excitation voltages to determine whetherdamage exists on a given rotor bar, can measure a frequency spectrum ofthe magnetic field to determine whether damage exists, or can use othersuitable measurement techniques.

Angular field measurement system 206 receives successive sets of linearsensor array data from a linear magnetometer sensor array or othersuitable devices, stores the sets of sensor data, displays the sets ofsensor data and performs other suitable functions utilizing the sets ofsensor data. In one exemplary embodiment, angular field measurementsystem 206 can provide energization voltage and current to a linearsensor system, can read digital or analog data from a linear sensorsystem, can record electrical signals from a linear sensor system, cancalibrate a linear sensor system and can perform other suitablefunctions. Likewise, angular field measurement system 206 can usedifferent frequency excitation voltages to determine whether damageexists on a given rotor bar, can measure a frequency spectrum of themagnetic field to determine whether damage exists, or can use othersuitable measurement techniques. In another example embodiment, angularfield measurement system 206 can compare magnetic flux densitymeasurements from a linear array or other suitable arrays of magneticflux density measurement devices that are obtained for a first rotor barand can 1) compare the magnetic flux density measurements to magneticflux density measurements for other rotor bars on the same rotor, 2) cangenerate normalized magnetic flux density measurements for all rotorbars of a rotor and can generate comparative data for the magnetic fluxdensity for each rotor bar to the normalized magnetic flux density, 3)can compare the absolute magnetic flux density to the absolute magneticflux density for other rotors having similar construction or designfeatures, 4) can vary the excitation current and can determine themagnetic flux density response as a function of excitation current, andcan perform other suitable analyses.

Field analysis system 208 receives field measurement data from axialfield measurement system 204, angular field measurement system 206 andother suitable data, and analyzes the field measurement data to identifya maximum and minimum reading for each rotor bar, a maximum and minimumreading for all rotor bars of a rotor under test, to identify an angularposition for each rotor bar, to determine an angular separation for eachrotor bar, to identify damaged and broken rotor bars, to compare fieldmeasurement data to previously recorded field measurement data, and forother suitable purposes. While the functionality of axial fieldmeasurement system 204 and angular field measurement system 206 canoverlap in some aspects with field analysis system 208, field analysissystem 208 can perform additional functions that are not performed byaxial field measurement system 204 or angular field measurement system206, such as end-ring to rotor bar magnetic flux density analysis. Fieldanalysis system 208 can analyze analog or digital data, can generatewaveform displays and text reports, and can perform other suitablefunctions. Likewise, field analysis system 208 can analyze fieldsmeasured at different excitation frequencies to determine whether damageexists on a given rotor bar, can analyze a frequency spectrum of themagnetic field to determine whether damage exists, or can use othersuitable analytical techniques.

Damage mapping system 210 receives data from axial field measurementsystem 204, angular field measurement system 206, field analysis system208 and other suitable data, and generates damage mapping data to allowan operator to identify damaged or broken rotor bars or other damagedrotor components. In one exemplary embodiment, damage mapping system 210can identify damaged and broken rotor bars by number, by an indexedangular position, can provide control data to cause a drive motor toadvance a rotor under test to a predetermined position to allow adamaged or broken rotor bar to be inspected and can perform othersuitable functions.

Air gap measurement system 212 measures and records air gap data for anair gap between a rotor under test and a magnetic field induction coilas a function of rotor position, such as where magnetic flux guide 104is used to generate the excitation magnetic field for testing. In oneexemplary embodiment, air gap measurement system 212 can use opticaldata, electrical data, acoustic data or other suitable data to measurean average air gap as a function of rotor position, to allow magneticfield measurements made during a rotor field analysis test to becalibrated and consistent with prior magnetic field measurements.

Current control system 214 can select a current type and level for anassociated test. In one exemplary embodiment, current control system 214can receive current selection data for selecting between a DC currentand an AC current for a surface rotor magnetic field test, can receive acurrent magnitude setting for a surface rotor magnetic field test andcan adjust a voltage to obtain the selected current magnitude, can varythe current magnitude as a function of a test regimen, can adjust acurrent magnitude to obtain a desired magnetic flux magnitude forcomparison with other rotors having a similar design, and can performother suitable functions.

In operation, system 200 performs surface rotor magnetic flux fieldanalysis testing on a rotor to identify damaged or broken rotor bars, tocreate a fingerprint of the rotor under test and for other suitablepurposes. System 200 automates a test apparatus and helps to protectpersonnel from exposure to dangerous voltage levels.

FIG. 3 is a flow chart of an algorithm 300 for surface rotor magneticflux field analysis, in accordance with an exemplary embodiment of thepresent disclosure. Algorithm 300 can be implemented in hardware or asuitable combination of hardware and software, and provides aspecial-purpose processor that can be used to control a linear fluxsensor array or other suitable equipment.

Algorithm 300 begins at 302, where a rotor position is indexed. In oneexemplary embodiment, a rotor can include a predetermined number ofrotor bars, a rotor bar indexing device or mark or other suitableindexing features, and the rotor position can be determined at 302, suchas by activating a magnetic or optical sensor while causing the rotorunder test to rotate on a test stand or in other suitable manners.Likewise, a user can enter an indexing position using a data entrydevice, or other suitable processes can also or alternatively be used.The algorithm then proceeds to 304.

At 304, a number of rotor bars is read. In one exemplary embodiment, thenumber of rotor bars can be read using magnetic or optical sensors, auser can enter a number of rotor bars using a data entry device or othersuitable processes can also or alternatively be used. The algorithm thenproceeds to 306.

At 306, magnetic field excitation coils are energized, such as togenerate a test magnetic flux field, to measure an air gap or for othersuitable purposes. In one exemplary embodiment, the magnetic fieldexcitation coils of a non-contact rotor magnetic field analysis devicecan be energized at different levels, using different frequencies or inother suitable manners. In another exemplary embodiment, a single loopcoil through the rotor bore of a rotor under test can be energized at apredetermined level, an excitation current or voltage can be applied tothe end rings of a rotor under test, an excitation current or voltagecan be applied to the shaft of a rotor under test, or other suitableexcitation currents or voltages can be applied. The excitation currentor voltage can be an AC or DC current or voltage. The algorithm thenproceeds to 308.

At 308, the rotor under test is rotated. In one exemplary embodiment,the rotor under test can be rotated at a suitable test speed, such as aspeed between 0.1 and 2 revolutions per minute, can be rotated using astepper motor to a predetermined position relative to specific rotorbar, or can be rotated in other suitable manners. The algorithm thenproceeds to 310.

At 310, a magnetic field sensor reading is made and recorded at eachsensor of a plurality of sensors, such as for a linear sensor array. Inone exemplary embodiment, a magnetometer sensor can be used to generatean electrical signal that is proportional to a magnetic field at themagnetometer. The magnetometer can be a transverse or tangential probe,the measurements can be digital or analog, and other suitable sensorreadings can also or alternatively be made. The magnetometer sensors ateach location along a linear array can be actuated in series, inparallel, using a predetermined sequence or in other suitable manners.The algorithm then proceeds to 312.

At 312, it is determined whether the magnetic field measurements arecomplete. If the measurements are not complete, the algorithm returns to308, otherwise the algorithm proceeds to 314.

At 314, rotor bar locations corresponding to the magnetic fieldmeasurements are determined. In one exemplary embodiment, successivemaximum and minimum magnetic field measurements can be identified bywaveform analysis, angular distances between adjacent magnetic fieldmeasurements can be identified based on the difference between twoadjacent maxima or minima, and other suitable data processing procedurescan be used to identify rotor bar locations. The algorithm then proceedsto 316.

At 316, a field waveform for each rotor bar is analyzed, such as byusing a digital data analysis algorithm. In one exemplary embodiment, anexcitation current or voltage waveform can be used to trigger samplingof the magnetic flux density, such as to obtain a predetermined orvariable number of measurements for each sensor, so as to obtain anumber of samples that is greater than the Nyquist sampling frequency ateach sensor. In this exemplary embodiment, the variation in magneticfield as a function of the applied voltage waveform can be analyzed fora specific magnetic field sensor at a specific location for a specificrotor bar and can be compared to:

1) the variation in magnetic field as a function of the applied voltagewaveform for the same magnetic field sensor at the same location for adifferent rotor bar of the same rotor;

2) the variation in magnetic field as a function of the applied voltagewaveform for a different magnetic field sensor at a different locationfor the same rotor bar of the same rotor;

3) the variation in magnetic field as a function of the applied voltagewaveform for the same magnetic field sensor at the same location for adifferent rotor bar of a different rotor;

4) the variation in magnetic field as a function of the applied voltagewaveform for a different magnetic field sensor at a different locationfor a different rotor bar of the same rotor; or

5) other suitable comparisons. The analysis performed at 316 can includepreparing the magnetic flux data for these algorithmic comparisons, thedetermination of the results of these comparisons or other relatedprocessing. The algorithm then proceeds to 318.

At 318, a normalized profile is generated. In one exemplary embodiment,the normalized profile can be generated by using the maximum magneticflux value at each sensor location for each rotor bar, the RMS magneticflux value at each sensor, a magnetic flux waveform at each sensorlocation for each rotor bar, magnetic flux values at two or more similarlocations for each rotor bar (such as for both end rings) or in othersuitable manners. The algorithm then proceeds to 320.

At 320, the magnetic flux density measurements for each bar are comparedto the normalized values. In one example embodiment, the comparison canbe made on a sensor-to-sensor basis, such as by comparing the magneticflux density waveform at each sensor to a normalized magnetic fluxdensity waveform, and by generating a graphic user interface thatdisplays the differences, such as using different color coding for acurrent bar and the normalized waveform. In another example embodiment,the comparison can be made using the maximum magnetic flux density ateach sensor for each rotor bar and the normalized values, the RMSmagnetic flux density value or other suitable values. The algorithm thenproceeds to 322.

At 322, any damaged rotor bars are identified. In one exemplaryembodiment, the range of maximum and minimum magnetic field strengthscan be identified, and stochastic thresholds can be determined bycomparing measured magnetic field data values from known damaged rotorbars to the maximum and minimum values for the associated rotors, suchas 80% of an average value, 80% of a maximum value and so forth. Thealgorithm then proceeds to 324.

At 324, broken rotor bars are identified. In one exemplary embodiment,the range of maximum and minimum magnetic field strengths can beidentified, and stochastic thresholds can be determined by comparingmeasured magnetic field data values from known damaged rotor bars to themaximum and minimum values for the associated rotors, such as 10% of anaverage value, 10% of a maximum value and so forth. The algorithm thenproceeds to 326.

At 326, rotor bar to end ring damage is identified. In one exemplaryembodiment, the range of maximum and minimum magnetic field strengthscan be identified, and stochastic thresholds can be determined bycomparing measured magnetic field data values from known damaged rotorbar/end ring connections to the maximum and minimum values for theassociated rotors, such as 10% of an average value, 10% of a maximumvalue and so forth. The algorithm then proceeds to 328.

At 328, a report is generated to indicate the location of damaged andbroken rotor bars, such as to allow the location to be identified forrepair, to allow service personnel to rotate the rotor to a positioncorresponding to a damaged or broken rotor bar or for other suitablepurposes.

Although algorithm 300 is shown as a flow chart, the order of steps isexemplary and can be modified, supplemented or reduced as needed. Inaddition, algorithm 300 can be implemented as a state diagram, usingobject oriented programming or in other suitable manners.

FIG. 4 is a diagram 400 of a peak magnetic field measurement waveformfor an example 6 bar rotor, in accordance with an exemplary embodimentof the present disclosure. The peak magnetic field measurement canreflect the mean peak magnetic field measurement for each sensor of aplurality of sensors in a linear sensor array, the mean RMS value of themagnetic field measurements for each sensor of the plurality of sensorsin the linear sensor array, an RMS value of each sensor, or othersuitable metrics.

As shown in diagram 400, the peak magnetic field strength (or othersuitable metric) varies in a roughly sinusoidal manner as a function ofangular position. The 100% line shows the average maximum value, and the80%, 20% and 10% lines show the corresponding 80%, 20% and 10% levels ofthe average maximum. The angular position of the six rotor bars is 0,60, 120, 180, 240 and 300 degrees. Based on stochastically determinedvalues of 80%, 20% and 10% levels of the average maximum, it can be seenthat bar 2 would be indicated to be damaged, and bar 5 would beindicated to be broken. The analysis algorithms can use the magneticfield strength measurements as a function of angular position todetermine the position of each rotor bar and whether the rotor bar isdamaged or broken, as shown in the exemplary embodiment of diagram 400,such as by comparing the magnetic field strength measured at a givenangular position with the magnetic field strength measured within anangular range equal to 360 divided by the number of rotor bars, bydetermining a series of peak values of magnetic field strength and theangular position between each peak, by comparing the maximum and minimummagnetic field strength measurements for each rotor bar to the averagevalues for all rotor bars, or in other suitable manners.

In addition, the areas marked “X” are representative of points at whichmagnetic flux density readings can be taken as the rotor under test isrotated. These readings can be further analyzed to detect damage otherthan rotor bar gross defects, as a function of the linear location ofthe sensor on the linear sensor array as it corresponds to a locationalong the length of the rotor. For example, sensors at or near the endsof the linear sensor array can overlap the end ring and may indicate endring damage or end ring to rotor bar damage, whereas sensors disposed inthe main body of the rotor can indicate local rotor bar defects, localrotor body damage or other defects. In addition, the magnetic fluxdensity waveforms can be further analyzed at locations where damageappears to be present to further evaluate the type of damage, such aswhere empirical data has been compiled that can be used to correlatespecific types of magnetic flux density variations to specific types ofdamage. In one example, damage to the rotor body between slots canresult in a different magnetic flux density variation than damage to therotor body at the bottom of a slot, such as due to phase differences,magnetic flux density waveform differences or the like, and the sRMFAtesting allows such details to be compiled and used to analyze damage.

FIG. 5 is a diagram of a system 500 for rotor field analysis testing, inaccordance with an exemplary embodiment of the present disclosure.System 500 includes rotor 502, sensor 508, rotor bars 510, motor 512,test control system 514 and end rings 516.

Rotor 502, rotor bars 510 and end rings 516 are part of a device undertest, such as during original manufacture, repair, remanufacture or atother suitable times. Rotor 502 can be made from magnetic steel or othersuitable materials, such as from a single solid casting, from multiplesolid components, from laminations or in other suitable manners. Rotorbars 510 can be made from copper or other suitable materials, such asfrom copper bars, from stranded copper conductors, from hollow air orwater cooled copper conductors, or in other suitable manners. Rotor bars510 can be encased in insulation and then placed in slots in rotor 502,either before the insulation materials are cured, after the insulationmaterials are cured or in other suitable manners. End rings 516 can bemade from the same material as rotor 502 or rotor bars 510 or differentmaterials, and are normally mechanically and electrically coupled torotor bars 510.

Sensor 508 can be a transverse or tangential magnetometer probe array orother suitable sensors or sensor arrays that can detect magnetic fieldsacross a wide range of magnitudes. In one exemplary embodiment, sensor508 can be an array of scalar magnetometers, vector magnetometers,stationary or rotating coil magnetometers, Hall effect magnetometers,magnetoresistive devices, fluxgate magnetometers, superconductingquantum interference device magnetometers, vibrating samplemagnetometers, pulsed field extraction magnetometers, torquemagnetometers, Faraday force magnetometers, optical magnetometers,proton precession magnetometers, Overhauser effect magnetometers, cesiumvapor magnetometers, potassium vapor magnetometers, other suitablemagnetometers or a combination of suitable magnetometers. The selectionof magnetometers will depend on the specific design characteristics ofthe device under test, and each different type of magnetometer can beused to test different magnetic field characteristics, depending on suchdesign variables. In addition, other suitable sensors or sensor arrayscan be provided, such as electric field sensors, heat sensors, vibrationsensors or the like. The fields from these other arrays can also oralternatively be measured to generate normalized data for the rotorunder test, comparative data between rotor bars, absolute magnitude datafor comparison with other rotors of similar design or other suitabledata.

Motor 512 can be a belt and gearbox coupled motor, a stepper motor, aservo motor, an AC motor or other suitable motors that are configured torotate rotor 502 at a suitable speed, such as 0.02 to 2 RPM or at othersuitable speeds. In one exemplary embodiment, motor 512 can be part ofan automated test stand or can be implemented in other suitable manners.

Test control system 514 is coupled to sensor 508, motor 512 and endrings 516, and can coordinate the performance of rotor field analysistesting. In one exemplary embodiment, test control system 514 canreceive or generate rotor position indexing data that can be used toidentify a rotor bar position relative to a rotor body or other rotorbars, can activate and deactivate motor 512, can provide AC or DC powerto end rings 516, can record digital or analog data from sensor 508 withassociated time and identification data, can analyze the recorded data,can compare the recorded data to previously stored data and can performother suitable functions. For example, test control system 514 caninclude the functionality of test control system 200 or other suitabletest control functionality. The connections to end rings 516 can be madeat a single location, in multiple locations, can be formed by bolting orwelding a connection to the end rings or in other suitable manners. Alsoor alternatively, the excitation current for the test can be provided bya single or multiple turn coil using a conductor that is extendedthrough the bore of rotor 502, by forming a connection to the shaft ofrotor 502 and using the shaft to conduct the excitation current or inother suitable manners.

In operation, system 500 can generate surface rotor magnetic fluxdensity field analysis data to identify damaged or broken rotor barsduring rotor manufacturing or repair, to detect rotor body damage, todetect end ring to rotor bar damage, to create a digital fingerprint ofthe rotor for future use and for other suitable purposes. System 500allows surface rotor magnetic field flux density analysis testing to beperformed in a repeatable manner and with no risk to personnel.

It should be emphasized that the above-described embodiments are merelyexamples of possible implementations. Many variations and modificationsmay be made to the above-described embodiments without departing fromthe principles of the present disclosure. All such modifications andvariations are intended to be included herein within the scope of thisdisclosure and protected by the following claims.

What is claimed is:
 1. A method for magnetic field testing comprising:determining, by detecting an indexing device, a position of a rotorhaving a plurality of embedded rotor bars; reading, by sensors, a numberof the rotor bars of the rotor; activating a magnetic field generationdevice, such activating generating a test magnetic field in the rotor;rotating, by a motor, the rotor at a test speed or to predeterminedtesting positions relative to specific rotor bars; making magnetic fieldmeasurements, by using an array of magnetic field measurement devices,at the predetermined testing positions; determining, by magnetic fieldwaveform analysis or angular distances between adjacent magnetic fieldmeasurements, rotor bar locations corresponding to the magnetic fieldmeasurements; further analyzing, by digital data analysis processes, asa function of the activating, a magnetic field waveform for each rotorbar tested; generating, by the digital data analysis processes, valuesfor a normalized magnetic field profile for each rotor bar tested;generating a graphic user interface for displaying differences betweenthe measured magnetic field values and the generated values; andidentifying, by the differences, a damaged or broken rotor bar or endring damage.
 2. The method of claim 1, further comprising comparing, bythe digital data analysis processes, the measured magnetic field valuesfor each rotor bar to the generated values.
 3. The method of claim 1,further comprising generating a report indicating a location of anydamaged or broken rotor bars.
 4. The method of claim 1, furthercomprising, for a specific device and a specific rotor bar, analyzing avariation associated with magnetic field for the same device at the samelocation for a different rotor bar.
 5. The method of claim 1, furthercomprising, for a specific device at a specific location and a specificrotor bar, analyzing a variation associated with magnetic field for adifferent device at a different location for the same rotor bar.
 6. Themethod of claim 1, further comprising, for a specific device at aspecific location and a specific rotor bar, analyzing a variationassociated with magnetic field for the same device at the same locationfor a different rotor bar of a different rotor.
 7. The method of claim1, further comprising, for a specific device at a specific location anda specific rotor bar, analyzing a variation associated with magneticfield for a different device at a different location for a differentrotor bar of the same rotor.
 8. The method of claim 1, wherein themaking magnetic field measurements comprises making tangential ortransverse magnetic field measurements.